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Director, Generative Dialogue

Capital One


Location:
Vienna, VA
Date:
03/23/2017
Job Code:
capitalone2-R21251
Categories:
  • Engineering
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Job Details

Company Capital One

Job Title: Director, Generative Dialogue

JobID: capitalone2-R21251

Location: Vienna, VA, 22180, USA

Description: Towers Crescent (12066), United States of America, Vienna, Virginia



Director, Generative Dialogue



Capital One is seeking a **Director of Generative Dialogue** to lead the development of data-driven dialogue systems that provide an outstanding experience for our banking and credit card customers. Working closely with our lines of business and data specialists, you will:



-You will train and build end-to-end dialogue systems that allow our customers to complete tasks effortlessly using natural language.



-You have significant experience with deep learning, convolutional neural networks (CNNs/ConvNets), deep reinforcement learning, active learning, optimization algorithms, recurrent neural networks (RNNs), long short-term memories (LSTMs), sequence-to-sequence models, hierarchical recurrent encoder-decoders (HREDs), neural Turing machines (NTMs), Markov decision processes (MDPs), and/or partially observable Markov decision processes (POMDPs).



-You use Theano, TensorFlow, and/or Torch



-You are an expert software engineer in one or more languages: Python, Java, Scala, and C/C++.



-You are passionate about human-computer interaction and dialogue.



**Basic Qualifications:**



Master’s degree in computer science, machine learning, mathematics, statistics, or Military experience.



At least 3 years experience using deep learning for natural language processing and dialogue.

At least 5 years experience with artificial intelligence programming.



At least 2 years experience delivering complex systems in a large enterprise.



**Preferred Qualifications:**



Ph.D. degree.



At least 5 years experience using deep learning for natural language processing dialogue.

At least 10 years experience with artificial intelligence programming.



At least 5 years experience delivering complex systems in a large enterprise.



Capital One will consider sponsoring a new qualified applicant for employment authorization for this position.



At Capital One, we’re building a leading information-based technology company. Still founder-led by Chairman and Chief Executive Officer Richard Fairbank, Capital One is on a mission to help our customers succeed by bringing ingenuity, simplicity, and humanity to banking. We measure our efforts by the success our customers enjoy and the advocacy they exhibit. We are succeeding because they are succeeding.                                               


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